Marty Bechina
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2019 | 22 | ROKAZL Athletics… | 69 | .302/.456/.528 | 1 | 0 | 89 | — | .220/.324/.390 |
| 2021 | 24 | AAA/AAOAK | 287 | .203/.257/.375 | 9 | 4 | 23 | — | .150/.193/.270 |
| 2022 | 25 | AAA/AA/A+OAK | 408 | .221/.331/.351 | 8 | 7 | 49 | — | .176/.265/.291 |
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2019 | 22 | ROK | AZL Athletics Gold | — | 69 | 53 | 16 | 9 | 0 | 1 | 14 | 12 | 1 | 0 | 2 | 302 | 456 | 528 | 984 | 226 | 366 | 17 | 20 | 429 | 89 | — | — | — | — | — | — |
| 2021 | 24 | AAA | Las Vegas Aviators | — | 178 | 164 | 31 | 9 | 0 | 9 | 5 | 72 | 4 | 3 | 1 | 189 | 231 | 409 | 640 | 220 | 250 | 40 | 3 | 272 | 21 | — | — | — | — | — | — |
| 2021 | 24 | AA | Midland RockHounds | — | 109 | 97 | 22 | 7 | 1 | 0 | 8 | 31 | 2 | 1 | 0 | 227 | 299 | 320 | 619 | 93 | 328 | 28 | 7 | 278 | 27 | — | — | — | — | — | — |
| 2022 | 25 | AAA | Las Vegas Aviators | — | 37 | 30 | 3 | 0 | 0 | 1 | 6 | 12 | 1 | 0 | 1 | 100 | 270 | 200 | 470 | 100 | 118 | 32 | 16 | 238 | 6 | — | — | — | — | — | — |
| 2022 | 25 | AA | Midland RockHounds | — | 315 | 273 | 62 | 13 | 1 | 7 | 31 | 102 | 9 | 7 | 5 | 227 | 324 | 359 | 683 | 132 | 335 | 32 | 10 | 312 | 49 | — | — | — | — | — | — |
| 2022 | 25 | A+ | Lansing Lugnuts | — | 56 | 45 | 12 | 2 | 2 | 0 | 8 | 15 | 3 | 0 | 0 | 267 | 411 | 400 | 811 | 133 | 400 | 27 | 14 | 372 | 80 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 22 | ROK MLE | AZL Athletics Gold | — | 69 | 59 | 13 | 7 | 0 | 1 | 8 | 17 | 1 | 0 | 2 | 220 | 324 | 390 | 713 | 169 | 267 | 25 | 12 | 300 | 89 | — | — | — | — | — | — |
| 2021 | 24 | AAA MLE | Las Vegas Aviators | — | 178 | 166 | 23 | 7 | 0 | 6 | 3 | 87 | 4 | 3 | 1 | 139 | 173 | 289 | 463 | 151 | 196 | 49 | 2 | 199 | 21 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Midland RockHounds | — | 109 | 100 | 17 | 5 | 1 | 0 | 5 | 38 | 2 | 1 | 0 | 170 | 224 | 240 | 464 | 70 | 266 | 35 | 5 | 208 | 27 | — | — | — | — | — | — |
| 2022 | 25 | AAA MLE | Las Vegas Aviators | — | 37 | 32 | 3 | 0 | 0 | 1 | 4 | 14 | 1 | 0 | 1 | 94 | 216 | 188 | 404 | 94 | 110 | 38 | 11 | 177 | 6 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Midland RockHounds | — | 315 | 284 | 50 | 10 | 1 | 7 | 22 | 125 | 9 | 7 | 5 | 176 | 257 | 292 | 549 | 116 | 280 | 40 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2022 | 25 | A+ MLE | Lansing Lugnuts | — | 56 | 48 | 11 | 2 | 2 | 0 | 5 | 19 | 3 | 0 | 0 | 229 | 339 | 354 | 693 | 125 | 347 | 34 | 9 | 287 | 80 | — | — | — | — | — | — |
| 2019 | 22 | ROK MLE | AZL Athletics Gold | — | 69 | 59 | 13 | 7 | 0 | 1 | 8 | 17 | 1 | 0 | 2 | 220 | 324 | 390 | 713 | 169 | 286 | 25 | 12 | 300 | 89 | — | — | — | — | — | — |
| 2019 | 22 | ROK RAW | AZL Athletics Gold | — | 69 | 53 | 16 | 9 | 0 | 1 | 14 | 12 | 1 | 0 | 2 | 302 | 456 | 528 | 984 | 226 | 366 | 17 | 20 | 429 | 89 | — | — | — | — | — | — |
| 2021 | 24 | AAA MLE | 2 teams | — | 287 | 265 | 39 | 12 | 1 | 6 | 9 | 125 | 6 | 4 | 1 | 147 | 193 | 268 | 461 | 121 | 236 | 44 | 3 | 202 | 23 | — | — | — | — | — | — |
| 2021 | 24 | AAA RAW | 2 teams | — | 287 | 261 | 53 | 16 | 1 | 9 | 13 | 103 | 6 | 4 | 1 | 203 | 257 | 375 | 633 | 172 | 284 | 36 | 5 | 275 | 23 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 3 teams | — | 408 | 363 | 62 | 11 | 3 | 7 | 32 | 158 | 13 | 7 | 6 | 171 | 262 | 275 | 538 | 105 | 278 | 39 | 8 | 242 | 50 | — | — | — | — | — | — |
| 2022 | 25 | AA RAW | 3 teams | — | 408 | 348 | 77 | 15 | 3 | 8 | 45 | 129 | 13 | 7 | 6 | 221 | 331 | 351 | 681 | 129 | 327 | 32 | 11 | 313 | 50 | — | — | — | — | — | — |
| 2019 | 22 | ROK MLE | AZL Athletics Gold | — | 69 | 60 | 13 | 7 | 0 | 1 | 8 | 17 | 1 | 0 | 2 | 217 | 324 | 383 | 707 | 167 | 267 | 25 | 12 | 300 | 89 | — | — | — | — | — | — |
| 2021 | 24 | AAA MLE | 2 teams | — | 287 | 270 | 39 | 12 | 1 | 6 | 9 | 125 | 6 | 4 | 1 | 144 | 193 | 263 | 456 | 119 | 223 | 44 | 3 | 202 | 23 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 3 teams | — | 408 | 360 | 62 | 11 | 3 | 7 | 32 | 158 | 13 | 7 | 6 | 172 | 262 | 278 | 540 | 106 | 274 | 39 | 8 | 242 | 50 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 764 | 687 | 114 | 30 | 4 | 14 | 49 | 300 | 20 | 11 | 9 | 166 | 242 | 282 | 524 | 116 | 263 | 39 | 6 | 232 | 43 | -52 | -1 | +0 | +3 | +17 | -3.4 | |
| / 162G | — | MLE | — | 650 | 584 | 97 | 26 | 3 | 12 | 42 | 255 | 17 | 9 | 8 | 166 | 243 | 283 | 525 | 116 | 263 | 39 | 6 | 232 | 43 | -44 | -1 | +0 | +2 | +14 | -2.9 | |
How the minor-league lines were translated
One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.
2022 AAMidland RockHounds · 315 PAwOBA .304 → .241 (−63)K% 32.4% → 39.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.38% | ÷0.995 | ×1.220 | — | — | 39.69% |
| BB% (unintentional) /PA | 9.84% | ÷0.968 | ×0.700 | — | ×0.988 | 7.03% |
| HBP% /PA | 2.86% | — | ×0.870 | — | ×0.988 | 2.46% |
| Singles /BIP | 23.98% | ÷1.067 | ×0.920 | ×0.984 | ×0.988 | 20.09% |
| Doubles /BIP | 7.60% | ÷1.007 | ×0.840 | ×0.984 | ×0.988 | 6.16% |
| Triples /BIP | 0.58% | ÷0.931 | ×0.940 | ×0.984 | ×0.988 | 0.57% |
| Home runs /BIP | 4.09% | ÷0.793 | ×0.800 | — | ×0.988 | 4.08% |
Factors used: league row TL. Park (home-season share, regressed): HR 59, 1B 113, 2B 101, 3B 86, K 99, BB 94 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.984.
Result: wOBA .304 → .241; ISO .132 → .115; BABIP .335 → .280. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2022 A+Lansing Lugnuts · 56 PAwOBA .363 → .287 (−76)K% 26.8% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.79% | ÷1.011 | ×1.270 | — | — | 33.66% |
| BB% (unintentional) /PA | 14.29% | ÷1.020 | ×0.710 | — | ×0.968 | 9.63% |
| HBP% /PA | 5.36% | — | ×0.790 | — | ×0.968 | 4.10% |
| Singles /BIP | 26.67% | ÷0.996 | ×0.920 | — | ×0.968 | 23.85% |
| Doubles /BIP | 6.67% | ÷0.967 | ×0.810 | — | ×0.968 | 5.41% |
| Triples /BIP | 6.67% | ÷1.000 | ×0.850 | — | ×0.968 | 5.49% |
| Home runs /BIP | 0.00% | ÷0.944 | ×0.800 | — | ×0.968 | 0.00% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 89, 1B 99, 2B 93, 3B 100, K 102, BB 104 — applied at half strength. Age: age 26 vs a level average of 22.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average).
Result: wOBA .363 → .287; ISO .133 → .107; BABIP .400 → .347. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2022 AAALas Vegas Aviators · 37 PAwOBA .233 → .177 (−56)K% 32.4% → 38.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.43% | ÷1.009 | ×1.200 | — | — | 38.56% |
| BB% (unintentional) /PA | 16.22% | ÷0.992 | ×0.690 | — | ×1.018 | 11.48% |
| HBP% /PA | 2.70% | — | ×0.940 | — | ×1.018 | 2.59% |
| Singles /BIP | 11.11% | ÷0.995 | ×0.930 | — | ×1.018 | 10.57% |
| Doubles /BIP | 0.00% | ÷1.088 | ×0.830 | — | ×1.018 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | — | ×1.018 | 0.00% |
| Home runs /BIP | 5.56% | ÷1.075 | ×0.700 | — | ×1.018 | 3.68% |
Factors used: league row International League. Park (home-season share, regressed): HR 115, 1B 99, 2B 118, 3B 80, K 102, BB 98 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average).
Result: wOBA .233 → .177; ISO .100 → .065; BABIP .118 → .110. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 AAALas Vegas Aviators · 178 PAwOBA .272 → .199 (−73)K% 40.4% → 48.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 40.45% | ÷0.994 | ×1.200 | — | — | 48.82% |
| BB% (unintentional) /PA | 2.81% | ÷1.083 | ×0.690 | — | ×1.033 | 1.85% |
| HBP% /PA | 2.25% | — | ×0.940 | — | ×1.033 | 2.18% |
| Singles /BIP | 14.13% | ÷1.156 | ×0.930 | ×0.966 | ×1.033 | 11.34% |
| Doubles /BIP | 9.78% | ÷1.018 | ×0.830 | ×0.966 | ×1.033 | 7.96% |
| Triples /BIP | 0.00% | ÷0.956 | ×0.920 | ×0.966 | ×1.033 | 0.00% |
| Home runs /BIP | 9.78% | ÷0.941 | ×0.700 | — | ×1.033 | 7.52% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 131, 2B 104, 3B 91, K 99, BB 117 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.
Result: wOBA .272 → .199; ISO .220 → .156; BABIP .250 → .196. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 AAMidland RockHounds · 109 PAwOBA .274 → .208 (−65)K% 28.4% → 35.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.44% | ÷0.983 | ×1.220 | — | — | 35.30% |
| BB% (unintentional) /PA | 7.34% | ÷1.027 | ×0.690 | — | ×0.998 | 4.92% |
| HBP% /PA | 1.83% | — | ×0.850 | — | ×0.998 | 1.56% |
| Singles /BIP | 21.21% | ÷1.096 | ×0.940 | ×0.950 | ×0.998 | 17.24% |
| Doubles /BIP | 10.61% | ÷1.018 | ×0.870 | ×0.950 | ×0.998 | 8.59% |
| Triples /BIP | 1.52% | ÷1.127 | ×0.920 | ×0.950 | ×0.998 | 1.17% |
| Home runs /BIP | 0.00% | ÷0.838 | ×0.780 | — | ×0.998 | 0.00% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 68, 1B 119, 2B 104, 3B 125, K 97, BB 105 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .274 → .208; ISO .093 → .072; BABIP .328 → .266. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2019 ROKAZL Athletics Gold · 69 PAwOBA .421 → .300 (−121)K% 17.4% → 25.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.39% | ÷1.000 | ×1.440 | — | — | 25.04% |
| BB% (unintentional) /PA | 18.84% | ÷1.000 | ×0.620 | — | ×0.965 | 11.27% |
| HBP% /PA | 1.45% | — | ×0.720 | — | ×0.965 | 1.01% |
| Singles /BIP | 14.63% | ÷1.000 | ×0.820 | — | ×0.965 | 11.58% |
| Doubles /BIP | 21.95% | ÷1.000 | ×0.720 | — | ×0.965 | 15.25% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.965 | 0.00% |
| Home runs /BIP | 2.44% | ÷1.000 | ×0.780 | — | ×0.965 | 1.84% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .421 → .300; ISO .226 → .169; BABIP .366 → .267. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).